AHP-TOPSIS Based Handover Algorithm with Distance Prediction for 5G Networks

M. Goh, H. T. Yew, Seng Kheau Chung, A. Kiring, Abbas Ibrahim Mbulwa
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Abstract

5G is growing globally, and the handover performance is needed to be updated and improved to adapt to new changes in telecommunication. 5G are considered small cell networks that are anticipated to have a short dwell time for users that move at high speed, like a vehicle traversing the 5G cell at a rate of 40km/h and above. It induces unnecessary handover that causes poor user experience and waste of network resources. This research tackles the problem by proposing a new handover algorithm that integrates a travel distance prediction method with AHP-TOPSIS (Analytic Hierarchy Process - Techniques for Order Preference by Similarity for an Ideal Solution) decision making. The proposed algorithm has successfully reduced the unnecessary handover in 5G networks up to 89.75% compared to the conventional TOPSIS method.
基于AHP-TOPSIS的5G网络距离预测切换算法
5G在全球发展,需要更新和提高切换性能,以适应电信的新变化。5G被认为是小型蜂窝网络,对于高速移动的用户来说,预计停留时间较短,就像车辆以40公里/小时以上的速度穿越5G蜂窝一样。导致不必要的切换,导致用户体验差,浪费网络资源。本研究提出了一种新的切换算法,该算法将旅行距离预测方法与AHP-TOPSIS (Analytic Hierarchy Process - Techniques for Order Preference by Similarity for an Ideal Solution)决策相结合。与传统的TOPSIS方法相比,该算法成功地将5G网络中不必要的切换减少了89.75%。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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